{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":20,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":20,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"92ff8d6aa99d","filters":{"venue":"Modelling and Simulation in Engineering"}},"results":[{"id":"W1984369129","doi":"10.1155/2011/714146","title":"Assessment of Turbulence Models for Flow Simulation around a Wind Turbine Airfoil","year":2011,"lang":"en","type":"article","venue":"Modelling and Simulation in Engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":66,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Rimouski; Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada; Fonds Québécois de la Recherche sur la Nature et les Technologies","keywords":"Airfoil; Turbine; Turbulence; Marine engineering; Aerospace engineering; Mechanics; Flow (mathematics); Wind power; Environmental science; Physics; Engineering; Electrical engineering","authors":[{"name":"Fernando Villalpando","is_ca":true},{"name":"Marcelo Reggio","is_ca":true},{"name":"Adrian Ilinca","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03430843170912706,"gpt":0.2450276541894439,"spread":0.2107192224803169,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001518885,0.0007725353,0.0006508838,0.0006056033,0.0005559884,0.0007884409,0.0007617939,0.0008020068,0.0005914149],"category_scores_gemma":[0.004198562,0.0003083751,0.0006452104,0.0003314495,0.0004258734,0.000789463,0.0005096452,0.0005307212,0.0001376347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000736351,"about_ca_system_score_gemma":0.0008768014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009044851,"about_ca_topic_score_gemma":0.005904782,"domain_scores_codex":[0.9995083,0.0002272551,0.00003932047,0.00003421677,0.0001452101,0.00004566081],"domain_scores_gemma":[0.9979673,0.001237802,0.0001377038,0.0001787194,0.0003903623,0.00008813649],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002499454,0.0001327438,0.004266414,0.0000707617,0.00003073319,0.00007837993,0.00007385836,0.9783788,0.004803646,0.001556097,0.0001857974,0.01017291],"study_design_scores_gemma":[0.0000202634,0.0001470131,0.0007003932,0.000009677886,0.000007152432,0.00001439724,0.00002005976,0.9967654,0.001938199,0.0001873994,0.0001809469,0.000009096129],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8889491,0.0006433779,0.1032882,0.00036762,0.0000745191,0.0002260492,0.0003753653,0.0008866696,0.005189134],"genre_scores_gemma":[0.9770545,0.0001977457,0.02198567,0.00002195367,0.000009151809,0.00007977482,0.0001953021,0.00004777357,0.0004080828],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009044851,"threshold_uncertainty_score":0.01798439,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2914847223","doi":"10.1155/2019/3052790","title":"Multiple Slip Effects on MHD Unsteady Flow Heat and Mass Transfer Impinging on Permeable Stretching Sheet with Radiation","year":2019,"lang":"en","type":"article","venue":"Modelling and Simulation in Engineering","topic":"Nanofluid Flow and Heat Transfer","field":"Engineering","cited_by":66,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Fanshawe College","funders":"","keywords":"Nusselt number; Mechanics; Sherwood number; Magnetohydrodynamics; Heat transfer; Thermal radiation; Parasitic drag; Partial differential equation; Slip (aerodynamics); Nonlinear system; Mass transfer; Classical mechanics; Ordinary differential equation; Linearization; Materials science; Physics; Thermodynamics; Magnetic field; Differential equation; Mathematical analysis; Mathematics; Boundary layer; Reynolds number","authors":[{"name":"Fazle Mabood","is_ca":true},{"name":"Stanford Shateyi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006290291359323226,"gpt":0.1805174009745837,"spread":0.1742271096152605,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002426505,0.0004321272,0.0004646702,0.0002932101,0.0003772148,0.0004357866,0.0001933706,0.0003544129,0.0009733416],"category_scores_gemma":[0.001117679,0.0001407455,0.0003375481,0.0001586907,0.0008563979,0.0005050739,0.0005213517,0.0003536579,0.00009626934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002648664,"about_ca_system_score_gemma":0.0001460384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005731938,"about_ca_topic_score_gemma":0.00025667,"domain_scores_codex":[0.999841,0.00004618843,0.000007982475,0.00001705245,0.00005889201,0.00002895262],"domain_scores_gemma":[0.9994313,0.0004054587,0.00007054956,0.00002422631,0.00003794516,0.00003060151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001264782,0.0001699039,0.008004621,0.0006187444,0.0001017585,0.002673349,0.001228817,0.3312207,0.6010662,0.006438782,0.0004064103,0.04680594],"study_design_scores_gemma":[0.00008007068,0.0005543079,0.00810046,0.00002495003,0.00004769743,0.0004200164,0.0001838003,0.7999498,0.1883279,0.001270309,0.001000339,0.00004024426],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856585,0.0004831421,0.011386,0.00009857447,0.0000366233,0.00001076465,0.0000156332,0.00007438358,0.00223644],"genre_scores_gemma":[0.998889,0.00009211204,0.0006358987,0.000007125531,0.00001055172,0.000002730877,0.000004870445,0.000007690595,0.0003499162],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009733416,"threshold_uncertainty_score":0.003256142,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2160849785","doi":"10.1155/2011/379121","title":"A New Hybrid Methodology for Nonlinear Time Series Forecasting","year":2011,"lang":"en","type":"article","venue":"Modelling and Simulation in Engineering","topic":"Stock Market Forecasting Methods","field":"Decision Sciences","cited_by":47,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Isfahan University of Technology","keywords":"Autoregressive integrated moving average; Artificial neural network; Computer science; Nonlinear system; Time series; Series (stratigraphy); Field (mathematics); Range (aeronautics); Data mining; Machine learning; Mathematical optimization; Artificial intelligence; Engineering; Mathematics","authors":[{"name":"Mehdi Khashei","is_ca":false},{"name":"Mehdi Bijari","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3245045236587421,"gpt":0.3793006805259824,"spread":0.05479615686724038,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001375152,0.0008654856,0.0007866049,0.001548868,0.0003483033,0.0008479975,0.001226321,0.0009117498,0.001851921],"category_scores_gemma":[0.00205583,0.0003699167,0.001087014,0.00144883,0.0003907961,0.001226916,0.001033028,0.000703782,0.0005260958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003450028,"about_ca_system_score_gemma":0.0005176367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001635365,"about_ca_topic_score_gemma":0.001600855,"domain_scores_codex":[0.9992008,0.0002489183,0.00005488854,0.0001504216,0.0003048914,0.00004013021],"domain_scores_gemma":[0.9994349,0.0002696585,0.00006579184,0.00004954794,0.0001569284,0.0000232301],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001072072,0.000107534,0.001844452,0.0004157321,0.0003478471,0.0002488434,0.0002071438,0.4292015,0.02139426,0.049267,0.002290037,0.4945683],"study_design_scores_gemma":[0.000007805851,0.00005405767,0.0002660035,0.00001254425,0.00002344125,0.00006820482,0.00001235949,0.9883454,0.001283172,0.006538007,0.003370982,0.00001805131],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.002827005,0.000211757,0.9959757,0.00003091402,0.00004505739,0.00002562579,0.00002206323,0.0001327103,0.0007291996],"genre_scores_gemma":[0.1586046,0.0005801692,0.8358212,0.00009408929,0.0001347272,0.0003537145,0.0002235161,0.00009780837,0.004090217],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.001851921,"threshold_uncertainty_score":0.007272601,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2039130297","doi":"10.1155/2011/274947","title":"Computation of Ice Shedding Trajectories Using Cartesian Grids, Penalization, and Level Sets","year":2011,"lang":"en","type":"article","venue":"Modelling and Simulation in Engineering","topic":"Icing and De-icing Technologies","field":"Engineering","cited_by":28,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Cartesian coordinate system; Multiphysics; Airfoil; Regular grid; Polygon mesh; Boundary (topology); Computation; Cylinder; Set (abstract data type); Grid; Flow (mathematics); Computer science; Level set method; Geometry; Level set (data structures); Applied mathematics; Mathematics; Mechanics; Algorithm; Mathematical analysis; Engineering; Physics; Finite element method; Structural engineering; Artificial intelligence","authors":[{"name":"Héloïse Beaugendre","is_ca":false},{"name":"François Morency","is_ca":true},{"name":"Federico Gallizio","is_ca":false},{"name":"Sophie Laurens","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06196969586476452,"gpt":0.2457516977813628,"spread":0.1837820019165983,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005061083,0.0004812915,0.000406919,0.000440019,0.0003524977,0.0008464258,0.0007527346,0.0006785703,0.0007590761],"category_scores_gemma":[0.001665871,0.0003913445,0.0005024641,0.000332487,0.0007766478,0.0007456398,0.0007271071,0.0007108191,0.0001785811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005106528,"about_ca_system_score_gemma":0.0007221118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00525963,"about_ca_topic_score_gemma":0.002835612,"domain_scores_codex":[0.9998241,0.00006206265,0.00001130345,0.00001931046,0.00006138075,0.00002183932],"domain_scores_gemma":[0.9994848,0.0002405898,0.00008619572,0.00006315717,0.00007723536,0.00004810333],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001783363,0.00001200371,0.0005685099,0.00001254682,0.000006815879,0.00003162746,0.00002425263,0.9870554,0.0007618219,0.007430475,0.0001499296,0.003928737],"study_design_scores_gemma":[0.000001764477,0.000003895602,0.00003653043,9.045147e-7,5.107073e-7,0.000003211113,0.00000229102,0.998934,0.0001553196,0.0007675386,0.00009270347,0.000001406364],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04337818,0.00004233967,0.954486,0.0001070467,0.00002923646,0.0000331464,0.00005313937,0.0001954181,0.001675477],"genre_scores_gemma":[0.6974336,0.0001749775,0.2995756,0.00005808177,0.00002606954,0.0001926669,0.0001743593,0.0001583489,0.002206335],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00525963,"threshold_uncertainty_score":0.01045805,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2031418097","doi":"10.1155/2012/492415","title":"A Dynamic Stiffness Element for Free Vibration Analysis of Delaminated Layered Beams","year":2012,"lang":"en","type":"article","venue":"Modelling and Simulation in Engineering","topic":"Structural Health Monitoring Techniques","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"Natural Sciences and Engineering Research Council of Canada; Ryerson University","keywords":"Finite element method; Beam (structure); Structural engineering; Vibration; Bending stiffness; Boundary value problem; Stiffness matrix; Direct stiffness method; Stiffness; Delamination (geology); Bending; Timoshenko beam theory; Euler's formula; Natural frequency; Materials science; Mechanics; Mathematical analysis; Engineering; Physics; Mathematics; Acoustics; Geology","authors":[{"name":"Nicholas H. Erdelyi","is_ca":true},{"name":"Seyed M. Hashemi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01922020560338876,"gpt":0.2773725823192249,"spread":0.2581523767158361,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003146956,0.0004442114,0.0003850567,0.0003190211,0.0002739652,0.0002884686,0.0009455623,0.0007450386,0.002304072],"category_scores_gemma":[0.0007084656,0.0003809482,0.000394992,0.0002225943,0.0003105021,0.0004606397,0.0005371517,0.000510914,0.0005065611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002693276,"about_ca_system_score_gemma":0.0008259546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001270353,"about_ca_topic_score_gemma":0.002501241,"domain_scores_codex":[0.9998147,0.00002759327,0.000008464183,0.00002382299,0.0001134903,0.00001204282],"domain_scores_gemma":[0.9997912,0.0001119205,0.00001566599,0.00002078796,0.00005086049,0.000009591685],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006723466,0.00007774183,0.0010574,0.0002564553,0.00002699517,0.0001998729,0.0002519724,0.7146536,0.1674346,0.02292454,0.0007347807,0.09231478],"study_design_scores_gemma":[0.000004145472,0.00002741436,0.0002266085,0.00001422554,0.000004300589,0.00006221835,0.00002185549,0.9881798,0.007562631,0.0008424399,0.003045281,0.000009092443],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01603117,0.00005933261,0.9816951,0.00003094831,0.00001465577,0.00003377673,0.00005574804,0.0001450735,0.001934281],"genre_scores_gemma":[0.2504165,0.0002365156,0.7397947,0.00003327806,0.00001135782,0.0002947878,0.0001948631,0.0001037845,0.008914138],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002304072,"threshold_uncertainty_score":0.007707894,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1970257950","doi":"10.1155/2012/983147","title":"Cry-Based Classification of Healthy and Sick Infants Using Adapted Boosting Mixture Learning Method for Gaussian Mixture Models","year":2012,"lang":"en","type":"article","venue":"Modelling and Simulation in Engineering","topic":"Infant Health and Development","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"École de Technologie Supérieure; Université du Québec à Montréal","funders":"Bill and Melinda Gates Foundation","keywords":"Mixture model; Pattern recognition (psychology); Mel-frequency cepstrum; Boosting (machine learning); Binary classification; Artificial intelligence; Classifier (UML); Binary number; Gaussian; Computer science; Support vector machine; Machine learning; Feature extraction; Mathematics","authors":[{"name":"Hesam Farsaie Alaie","is_ca":true},{"name":"Chakib Tadj","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1048328921332956,"gpt":0.396774565793854,"spread":0.2919416736605583,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001261681,0.0003598532,0.0006633046,0.000728764,0.0001522501,0.0002865253,0.0003394312,0.0004268751,0.0005524225],"category_scores_gemma":[0.0019948,0.0001614965,0.0004927149,0.0002650281,0.0001296663,0.0003209521,0.000346435,0.0003192821,0.0003573534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002293531,"about_ca_system_score_gemma":0.0002800179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001081144,"about_ca_topic_score_gemma":0.0008623735,"domain_scores_codex":[0.999626,0.0001178364,0.00002275615,0.00007701369,0.0001093751,0.00004688772],"domain_scores_gemma":[0.9994149,0.0002119455,0.00004271781,0.00004343908,0.0002505462,0.00003640019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0007700865,0.0002865924,0.0234645,0.0001679453,0.0001432225,0.0001878576,0.0003415282,0.08171652,0.1658903,0.0016214,0.002028123,0.7233819],"study_design_scores_gemma":[0.00001435443,0.0001688672,0.01525745,0.00000996889,0.00004188031,0.000195556,0.00003196148,0.9598211,0.02298721,0.0006517302,0.0007949026,0.0000249869],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2095147,0.0003775816,0.7876318,0.000114038,0.00005549682,0.00006205665,0.0000974809,0.001185991,0.0009610108],"genre_scores_gemma":[0.7955235,0.0001876565,0.2027872,0.00006420937,0.00002658598,0.00004440804,0.0002466331,0.00005151344,0.00106843],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001261681,"threshold_uncertainty_score":0.006672502,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2610186569","doi":"10.1155/2017/2034907","title":"Pareto Optimization of a Half Car Passive Suspension Model Using a Novel Multiobjective Heat Transfer Search Algorithm","year":2017,"lang":"en","type":"article","venue":"Modelling and Simulation in Engineering","topic":"Advanced Multi-Objective Optimization Algorithms","field":"Computer Science","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Thompson Rivers University; Simon Fraser University","funders":"","keywords":"Sorting; Multi-objective optimization; Mathematical optimization; Genetic algorithm; Pareto principle; Metaheuristic; Solution set; Computer science; Set (abstract data type); Algorithm; Mathematics","authors":[{"name":"Vimal Savsani","is_ca":false},{"name":"Vivek Patel","is_ca":false},{"name":"Bhargav Gadhvi","is_ca":true},{"name":"Mohamed A. Tawhid","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03991106072584448,"gpt":0.2843516759769009,"spread":0.2444406152510564,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003976014,0.0005315626,0.0006064464,0.0005354385,0.0004499378,0.0007775571,0.0006537087,0.0008397048,0.001646624],"category_scores_gemma":[0.0003766766,0.0002873706,0.0007855468,0.0003365148,0.0003983416,0.0003912161,0.0006053746,0.0003952957,0.0001936082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004896632,"about_ca_system_score_gemma":0.0009279308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003953332,"about_ca_topic_score_gemma":0.002686811,"domain_scores_codex":[0.9998833,0.00003367644,0.000005029164,0.00001690223,0.00004437208,0.00001677951],"domain_scores_gemma":[0.9998761,0.00005278401,0.00001769575,0.000007500528,0.00003632309,0.00000959863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001750808,0.00001778659,0.0001771415,0.00002160352,0.00001466604,0.00002527143,0.00001467609,0.9887112,0.00150679,0.002071706,0.0001362402,0.00728537],"study_design_scores_gemma":[0.000004222341,0.00001234716,0.00004073007,0.000001934777,0.000002316036,0.000003943921,0.000002648053,0.9993531,0.0001745324,0.0002432248,0.0001594387,0.00000166941],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05908781,0.0002599708,0.9298844,0.0001520061,0.00003037012,0.0000687866,0.00004719386,0.0001859594,0.01028345],"genre_scores_gemma":[0.8622577,0.0002702361,0.1274893,0.00008053151,0.00002292523,0.000325435,0.000129896,0.00003672995,0.009387357],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003953332,"threshold_uncertainty_score":0.007860661,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1998163063","doi":"10.1155/2012/419087","title":"Determination of Flow Conditions in Coronary Bifurcation Lesions in the Context of the Medina Classification","year":2012,"lang":"en","type":"article","venue":"Modelling and Simulation in Engineering","topic":"Coronary Interventions and Diagnostics","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval; Montreal Heart Institute; McGill University","funders":"","keywords":"Bifurcation; Lesion; Context (archaeology); Medicine; Stenosis; Artery; Cardiology; Radiology; Mathematics; Pathology; Physics; Biology; Nonlinear system","authors":[{"name":"Marjan Molavi Zarandi","is_ca":true},{"name":"Rosaire Mongrain","is_ca":true},{"name":"Olivier F. Bertrand","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05098185223532442,"gpt":0.3011786822833423,"spread":0.2501968300480178,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004829291,0.000371939,0.0003437924,0.001899231,0.0003217373,0.0009599257,0.0002884788,0.0005939516,0.0008884227],"category_scores_gemma":[0.002282343,0.0002119814,0.0004687948,0.0003856781,0.0004825658,0.0005230485,0.0005182862,0.0002357518,0.0001697239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002764524,"about_ca_system_score_gemma":0.0002790228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00127356,"about_ca_topic_score_gemma":0.001417047,"domain_scores_codex":[0.9997775,0.0000471223,0.00002334022,0.0000529335,0.00006669187,0.00003238727],"domain_scores_gemma":[0.9993541,0.0002120945,0.0002236723,0.00005908791,0.00008714906,0.00006380439],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00208329,0.0002426615,0.6963564,0.000245326,0.0001859518,0.001940303,0.0009727319,0.1086789,0.1049946,0.00489767,0.0005442359,0.07885788],"study_design_scores_gemma":[0.00005154443,0.0004892714,0.4925973,0.0000644943,0.0001435558,0.001907342,0.0005258204,0.4792699,0.01946248,0.004080216,0.001306899,0.0001012007],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892223,0.0002353916,0.009173053,0.00004576165,0.000009762973,0.00003060621,0.0000577519,0.00005339915,0.001171878],"genre_scores_gemma":[0.9942586,0.00009565019,0.00537003,0.000006081088,0.000009184918,0.00001057147,0.00005752028,0.000005489243,0.0001867929],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001899231,"threshold_uncertainty_score":0.002972126,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4309469161","doi":"10.1155/2022/4179612","title":"Performance Evaluation of a Photovoltaic-Thermal Collector Coupled Stepped Solar Still for Indian Climatic Conditions","year":2022,"lang":"en","type":"article","venue":"Modelling and Simulation in Engineering","topic":"Solar-Powered Water Purification Methods","field":"Energy","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Environmental science; Photovoltaic system; Solar still; Desalination; Solar desalination; Solar energy; Electric potential energy; Environmental engineering; Thermal energy; Meteorology; Hydrology (agriculture); Atmospheric sciences; Engineering; Geography; Mathematics; Energy (signal processing); Electrical engineering","authors":[{"name":"Ayush Narang","is_ca":false},{"name":"Siddhartha Roy","is_ca":false},{"name":"Tarun Kataray","is_ca":false},{"name":"Vishal Bonde","is_ca":false},{"name":"S. Rajesh","is_ca":false},{"name":"C. Chiranjeevi","is_ca":false},{"name":"Utkarsh Chadha","is_ca":true},{"name":"Bulcha Bekele Hirpha","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04785593107967887,"gpt":0.2951591137721406,"spread":0.2473031826924617,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003007568,0.0005344473,0.0008403639,0.0003225054,0.0007437273,0.0008919214,0.0009952447,0.0005614969,0.002142515],"category_scores_gemma":[0.0003321176,0.0002465918,0.0008559712,0.0004860168,0.0003072309,0.000402952,0.0004472941,0.0003382599,0.0003818892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005783334,"about_ca_system_score_gemma":0.0006750224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01566222,"about_ca_topic_score_gemma":0.0192994,"domain_scores_codex":[0.999818,0.00002309059,0.00001135057,0.00004306142,0.00006731184,0.00003719976],"domain_scores_gemma":[0.9997947,0.00004467385,0.00001690089,0.00002502217,0.00008886744,0.0000298064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002712189,0.0005990123,0.02558015,0.001239975,0.0004093034,0.00106134,0.0004669566,0.6405228,0.2835562,0.0006029679,0.001482629,0.04176648],"study_design_scores_gemma":[0.0002004445,0.002986631,0.02726335,0.00003050195,0.0003659702,0.0002033422,0.0005166946,0.8595496,0.1065715,0.000234126,0.001977635,0.0001001087],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884812,0.0002045898,0.006567025,0.00006647914,0.00003193758,0.00004815854,0.000213155,0.0003620975,0.004025427],"genre_scores_gemma":[0.9983881,0.00006611741,0.0007489373,0.0000112534,0.000001885652,0.00001311887,0.0000779953,0.00001137579,0.0006812642],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01566222,"threshold_uncertainty_score":0.03114212,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2063360974","doi":"10.1155/2011/696947","title":"Type‐2 Fuzzy Modeling for Acoustic Emission Signal in Precision Manufacturing","year":2011,"lang":"en","type":"article","venue":"Modelling and Simulation in Engineering","topic":"Fuzzy Logic and Control Systems","field":"Computer Science","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Acoustic emission; SIGNAL (programming language); Fuzzy logic; Machining; Interval (graph theory); Reliability (semiconductor); Set (abstract data type); Process (computing); Fuzzy set; Computer science; Engineering; Algorithm; Mechanical engineering; Acoustics; Mathematics; Artificial intelligence; Physics","authors":[{"name":"Qun Ren","is_ca":true},{"name":"Luc Baron","is_ca":true},{"name":"Marek Balazinski","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04143849730809364,"gpt":0.228555417193361,"spread":0.1871169198852674,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005821813,0.0005711864,0.0004700361,0.0005286064,0.0003899734,0.0008818976,0.0009087053,0.0009039621,0.001177779],"category_scores_gemma":[0.001113858,0.0002294984,0.0008675225,0.0003365677,0.0004562143,0.0007740304,0.0002972673,0.0006669108,0.0002915851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006949539,"about_ca_system_score_gemma":0.000412951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004466444,"about_ca_topic_score_gemma":0.002635304,"domain_scores_codex":[0.9996217,0.00009617017,0.00001837627,0.00005543426,0.0001827924,0.00002546106],"domain_scores_gemma":[0.9996765,0.000166777,0.00004451887,0.00002214249,0.00008124396,0.000008835444],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00007675905,0.00003392255,0.0004732197,0.0001143112,0.00003137508,0.0002632991,0.0001604929,0.8869357,0.01068923,0.06606337,0.0006232146,0.0345351],"study_design_scores_gemma":[0.000003223625,0.00001854702,0.00006576825,0.000006206498,0.000004523586,0.00002689511,0.000005933124,0.9912743,0.0006160528,0.00732735,0.0006435975,0.000007623675],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01054363,0.0002423232,0.9855006,0.00008997943,0.00005103326,0.00002136524,0.00003433214,0.00007260903,0.003444166],"genre_scores_gemma":[0.7925667,0.0008432877,0.1988553,0.0001256793,0.0001030697,0.0001623071,0.0001071974,0.00003840156,0.007198162],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.004466444,"threshold_uncertainty_score":0.008880913,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2171221700","doi":"10.1155/2012/705078","title":"Filter-Based Fading Channel Modeling","year":2012,"lang":"en","type":"article","venue":"Modelling and Simulation in Engineering","topic":"Advanced Wireless Communication Techniques","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta; TransAlta (Canada)","funders":"","keywords":"Fading; Infinite impulse response; Algorithm; Computer science; Electronic engineering; Filter (signal processing); Channel (broadcasting); Gaussian; Digital filter; Mathematics; Telecommunications; Engineering; Physics","authors":[{"name":"Amirhossein Alimohammad","is_ca":false},{"name":"Saeed Fouladi Fard","is_ca":true},{"name":"B.F. Cockburn","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03771167073744396,"gpt":0.2516149957157243,"spread":0.2139033249782803,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000241331,0.0004105531,0.000375223,0.0003541329,0.0002300753,0.0005427594,0.0007256606,0.0008018223,0.003552232],"category_scores_gemma":[0.0007012172,0.0001805823,0.0003967474,0.0004344584,0.0002371143,0.0007838401,0.0002443614,0.0005638723,0.001286775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004638954,"about_ca_system_score_gemma":0.000690247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003973627,"about_ca_topic_score_gemma":0.00272426,"domain_scores_codex":[0.9998116,0.00004668599,0.00001019937,0.00002313973,0.00008738625,0.00002102076],"domain_scores_gemma":[0.9997978,0.00006607666,0.00002194026,0.00003235662,0.0000757496,0.000006088007],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002134383,0.00001292537,0.0001652089,0.00003307857,0.000008534339,0.00004099371,0.00002892895,0.965205,0.008959115,0.01396434,0.0006474759,0.01091301],"study_design_scores_gemma":[0.000003277753,0.00001118812,0.00005385109,0.000003016231,0.000002641259,0.00001790773,0.000003007996,0.9948945,0.001691711,0.001402591,0.001911128,0.000005326609],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0124207,0.0001292207,0.9796618,0.00009448703,0.00004237473,0.00007777964,0.0003158504,0.0007537737,0.006503943],"genre_scores_gemma":[0.6777933,0.001334743,0.3004255,0.000150912,0.00007337496,0.0005392093,0.001108235,0.0002466866,0.01832803],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003973627,"threshold_uncertainty_score":0.01188338,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2116932777","doi":"10.1155/2011/285108","title":"Comparison of Two Models for Radiative Heat Transfer in High Temperature Thermal Plasmas","year":2011,"lang":"en","type":"article","venue":"Modelling and Simulation in Engineering","topic":"Gas Dynamics and Kinetic Theory","field":"Mathematics","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Radiative transfer; Thermal radiation; Computational fluid dynamics; Heat transfer; Thermal; Finite volume method; Plasma; Mechanics; Computer science; Nuclear engineering; Computational physics; Electronic engineering; Physics; Engineering; Thermodynamics; Optics","authors":[{"name":"Matthieu Melot","is_ca":true},{"name":"Jean‐Yves Trépanier","is_ca":true},{"name":"R. Camarero","is_ca":true},{"name":"Eddy Petro","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05741742475067022,"gpt":0.2877750975936743,"spread":0.2303576728430041,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001299808,0.0009337082,0.001183873,0.0009829346,0.000698426,0.001784505,0.002490949,0.002172338,0.001601033],"category_scores_gemma":[0.003692927,0.000403912,0.001231761,0.00118368,0.0007154366,0.001767447,0.0009158305,0.001218019,0.0005538379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001191967,"about_ca_system_score_gemma":0.001224145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004760716,"about_ca_topic_score_gemma":0.002108511,"domain_scores_codex":[0.9990804,0.0003610382,0.00004033447,0.00006314547,0.0003941585,0.00006096076],"domain_scores_gemma":[0.9979892,0.001280379,0.0001287032,0.0002755252,0.0002681164,0.00005806248],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001712673,0.0001666041,0.001019997,0.0001251968,0.00003145153,0.00006206895,0.0001301415,0.9359728,0.003109792,0.02469873,0.0004704219,0.03404155],"study_design_scores_gemma":[0.00002197597,0.00008727198,0.0002938396,0.000009098668,0.00000741676,0.00002545756,0.00002004822,0.9962024,0.0008758302,0.001927377,0.0005173715,0.00001193842],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2423806,0.002269947,0.7269048,0.0009614162,0.0002391224,0.000221185,0.0002975203,0.001436399,0.02528904],"genre_scores_gemma":[0.9093273,0.001865976,0.08198828,0.00008720129,0.00007652258,0.0004128788,0.0002654949,0.0002903178,0.005685994],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004760716,"threshold_uncertainty_score":0.009465992,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2800914662","doi":"10.1155/2018/8169036","title":"Performance Comparison of Mode Choice Optimization Algorithm with Simulated Discrete Choice Modeling","year":2018,"lang":"en","type":"article","venue":"Modelling and Simulation in Engineering","topic":"Transportation Planning and Optimization","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Regina","funders":"Korea Transport Institute","keywords":"Broyden–Fletcher–Goldfarb–Shanno algorithm; Computer science; Software; Discrete choice; Mathematical optimization; Algorithm; Mode (computer interface); Visual Basic for Applications; GSM; Estimation; Function (biology); Machine learning; Mathematics; Engineering","authors":[{"name":"Hyuk-Jae Roh","is_ca":true},{"name":"Satish C. Sharma","is_ca":true},{"name":"Prasanta K. Sahu","is_ca":false},{"name":"Babak Mehran","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02462912259181304,"gpt":0.2988504385179149,"spread":0.2742213159261018,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004106078,0.0008752008,0.001250558,0.001028696,0.0005255257,0.001197891,0.001456346,0.001420436,0.002622372],"category_scores_gemma":[0.01120428,0.0003525605,0.0008430202,0.0009901819,0.0005557087,0.001189128,0.001013874,0.001195416,0.0003343146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001169516,"about_ca_system_score_gemma":0.002475511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02678984,"about_ca_topic_score_gemma":0.01044515,"domain_scores_codex":[0.9982528,0.001048948,0.00008685103,0.0002132908,0.0002478056,0.0001502493],"domain_scores_gemma":[0.9929916,0.0054059,0.0002690526,0.0003451845,0.0008068614,0.0001814228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003715279,0.0001580274,0.003361258,0.0001251483,0.00009909127,0.00002653308,0.00008325737,0.9388738,0.0003401114,0.006123028,0.0008131719,0.04962502],"study_design_scores_gemma":[0.00001213726,0.00002241897,0.0001619018,0.000005503423,0.00000498353,0.000004823823,0.00001026721,0.9988635,0.0001418704,0.0006537462,0.0001146152,0.000004216257],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1959909,0.001732338,0.7894838,0.0008640697,0.0001717912,0.0002246089,0.0003445161,0.001770876,0.009416983],"genre_scores_gemma":[0.78535,0.0005097633,0.2111447,0.0001528409,0.00002877407,0.000285615,0.0004701431,0.0001297469,0.001928475],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02678984,"threshold_uncertainty_score":0.05326784,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2054326659","doi":"10.1155/2011/146054","title":"Experimental and Numerical Simulations Predictions Comparison of Power and Efficiency in Hydraulic Turbine","year":2011,"lang":"en","type":"article","venue":"Modelling and Simulation in Engineering","topic":"Cavitation Phenomena in Pumps","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Polytechnique Montréal","funders":"Consejo Nacional de Ciencia y Tecnología","keywords":"Draft tube; Turbine; Mass flow rate; Computer simulation; Mechanics; Computational fluid dynamics; Engineering; Marine engineering; Francis turbine; Inlet; Flow (mathematics); Torque; Power (physics); Water turbine; Mechanical engineering; Simulation; Physics; Thermodynamics","authors":[{"name":"Laura Castro","is_ca":false},{"name":"G. Urquiza","is_ca":false},{"name":"Adam Adamkowski","is_ca":true},{"name":"Marcelo Reggio","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0239474577247553,"gpt":0.2501498892917617,"spread":0.2262024315670064,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001228622,0.0002990755,0.0004446887,0.000395525,0.000390661,0.0003938011,0.0006951222,0.000623396,0.004049518],"category_scores_gemma":[0.002615268,0.0002347474,0.0003039954,0.0005763884,0.0006594675,0.0005447631,0.0002587422,0.0003658871,0.0005980041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006702649,"about_ca_system_score_gemma":0.0002793417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001732513,"about_ca_topic_score_gemma":0.001136227,"domain_scores_codex":[0.9993677,0.0000990921,0.00005457313,0.0001006184,0.0002957345,0.00008240683],"domain_scores_gemma":[0.9982863,0.0009550486,0.00009357072,0.0002031096,0.0004280841,0.00003391985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00163571,0.0008667716,0.02009615,0.0007351265,0.00005670844,0.0004723269,0.0005770134,0.562533,0.3556055,0.004121983,0.003104369,0.05019541],"study_design_scores_gemma":[0.000150497,0.001293529,0.03173108,0.00005324933,0.00003820128,0.0001073988,0.0002140558,0.5206411,0.4406213,0.0008134818,0.004271485,0.00006461735],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9752686,0.0001688349,0.01715712,0.00007260876,0.0000241883,0.00006426476,0.0006241968,0.0003336488,0.006286582],"genre_scores_gemma":[0.9967026,0.00006460745,0.002102799,0.000006099001,0.000002745859,0.00005674616,0.0001760356,0.00002050448,0.0008679165],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004049518,"threshold_uncertainty_score":0.01354694,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3200114893","doi":"10.1155/2021/9949976","title":"Soil-Structure Interaction of Flexible Temporary Trench Box: Parametric Studies Using 3D FE Modelling","year":2021,"lang":"en","type":"article","venue":"Modelling and Simulation in Engineering","topic":"Geotechnical Engineering and Underground Structures","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Institut de recherche Robert-Sauvé en santé et en sécurité du travail; École de Technologie Supérieure","funders":"Institut de Recherche Robert-Sauvé en Santé et en Sécurité du Travail; Université Laval","keywords":"Trench; Lateral earth pressure; Finite element method; Materials science; Shields; Parametric statistics; Shield; Geotechnical engineering; Aluminium; Structural engineering; Geology; Composite material; Engineering; Electromagnetic shielding; Layer (electronics); Mathematics","authors":[{"name":"Miah Alam","is_ca":true},{"name":"Omar Chaallal","is_ca":true},{"name":"Bertrand Galy","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04106488242763291,"gpt":0.2685318960931654,"spread":0.2274670136655325,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003825026,0.0003746557,0.0003969349,0.0005775545,0.0003285207,0.0005030231,0.0007494786,0.000967685,0.002296462],"category_scores_gemma":[0.001367294,0.000335973,0.0003454354,0.0004050198,0.0006183338,0.0004340748,0.0004914798,0.0003581258,0.0002214647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000318346,"about_ca_system_score_gemma":0.0003949729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003033189,"about_ca_topic_score_gemma":0.003300607,"domain_scores_codex":[0.9997244,0.00006199301,0.00001255004,0.00003455548,0.000104894,0.00006157354],"domain_scores_gemma":[0.9991441,0.0005530369,0.00007477606,0.0001094997,0.00008437483,0.0000342529],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000788587,0.00007727541,0.003431421,0.00005373805,0.00001351018,0.0002894581,0.0001724051,0.9659512,0.02292898,0.0007155431,0.0001150891,0.006172534],"study_design_scores_gemma":[0.00001036854,0.0001233503,0.00428765,0.000008923936,0.00001060332,0.00009422324,0.0001097377,0.9868902,0.007656874,0.0002062308,0.0005831161,0.00001871985],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9751835,0.00004800796,0.02049398,0.00003613836,0.000006752904,0.00002552735,0.0001824449,0.0001192029,0.003904394],"genre_scores_gemma":[0.9968621,0.00003132101,0.002612018,0.000004031219,0.000001200418,0.00001648806,0.00004980857,0.00001471303,0.0004084933],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003033189,"threshold_uncertainty_score":0.007682383,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4206976949","doi":"10.1155/2022/7725025","title":"Shear Strengthening of RC Beams with FRP Composites: Database of FE Simulations and Analysis of Studied Parameters","year":2022,"lang":"en","type":"article","venue":"Modelling and Simulation in Engineering","topic":"Structural Behavior of Reinforced Concrete","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"École de Technologie Supérieure; Université du Québec à Montréal","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada","keywords":"Fibre-reinforced plastic; Materials science; Finite element method; Brittleness; Shear (geology); Structural engineering; Composite material; Parametric statistics; Reinforced concrete; Engineering","authors":[{"name":"Amirali Abbasi","is_ca":true},{"name":"Omar Chaallal","is_ca":true},{"name":"Georges El-Saikaly","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01954075582298611,"gpt":0.2327710557682017,"spread":0.2132302999452156,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003518333,0.001004231,0.0008720609,0.001512606,0.00032425,0.0005246661,0.001042863,0.001184481,0.001994713],"category_scores_gemma":[0.0008793029,0.0004739067,0.0008334364,0.001180839,0.0002201831,0.0004229062,0.0002819878,0.0003281009,0.0006026254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003424746,"about_ca_system_score_gemma":0.0004864972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004990133,"about_ca_topic_score_gemma":0.007897598,"domain_scores_codex":[0.9998491,0.00002335232,0.00001986135,0.00002762498,0.00005480648,0.00002517138],"domain_scores_gemma":[0.9994754,0.0002496089,0.00006775014,0.00008447787,0.0001058679,0.00001683224],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00008742239,0.0002602355,0.01082377,0.0005601774,0.0001224856,0.000180323,0.00006668871,0.9521776,0.0060117,0.0008076268,0.002640518,0.02626141],"study_design_scores_gemma":[0.00003472265,0.0001509937,0.009148846,0.0001200707,0.00009144815,0.0001908196,0.00009185354,0.9719607,0.008283474,0.0006512326,0.009242276,0.00003347525],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9233291,0.002498796,0.02993565,0.0001293154,0.00003887306,0.0001862715,0.02513818,0.001319595,0.01742428],"genre_scores_gemma":[0.9381053,0.002778638,0.03402174,0.00004407002,0.00001624871,0.0004318194,0.02173783,0.0002401533,0.002624271],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004990133,"threshold_uncertainty_score":0.009922147,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3133017639","doi":"10.1155/2021/6626750","title":"Flexible Temporary Shield in Soft and Sensitive Clay: 3D FE Modelling of Experimental Field Test","year":2021,"lang":"en","type":"article","venue":"Modelling and Simulation in Engineering","topic":"Geotechnical Engineering and Soil Mechanics","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Institut de recherche Robert-Sauvé en santé et en sécurité du travail; École de Technologie Supérieure","funders":"Institut de Recherche Robert-Sauvé en Santé et en Sécurité du Travail","keywords":"Shield; Materials science; Geotechnical engineering; Field (mathematics); Test (biology); Composite material; Structural engineering; Forensic engineering; Mechanical engineering; Engineering; Geology; Petrology","authors":[{"name":"Miah Alam","is_ca":true},{"name":"Omar Chaallal","is_ca":true},{"name":"Bertrand Galy","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02176236913196192,"gpt":0.2222145918987354,"spread":0.2004522227667735,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003452652,0.0005501387,0.0003983695,0.0007103606,0.0002531945,0.0004779942,0.000790245,0.00115104,0.002190424],"category_scores_gemma":[0.0006669584,0.0002542453,0.0003507315,0.0003965344,0.0006356948,0.0003088735,0.0003015881,0.0003242794,0.0003102767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004378773,"about_ca_system_score_gemma":0.0003393731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005031619,"about_ca_topic_score_gemma":0.005415397,"domain_scores_codex":[0.9998178,0.0000262917,0.00001013513,0.0000314319,0.00007848765,0.00003587182],"domain_scores_gemma":[0.9996544,0.0001639466,0.00003447212,0.00005431761,0.00006579456,0.00002710559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002197907,0.0002330701,0.005130496,0.0001376709,0.00001531121,0.0006775456,0.0003786653,0.9226136,0.05626964,0.0006264432,0.000621045,0.01307675],"study_design_scores_gemma":[0.00002165961,0.0001320683,0.006390012,0.00001892849,0.00001000044,0.00007868969,0.0001126472,0.9795026,0.01285399,0.0001676352,0.0006943407,0.00001739713],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9634193,0.0000721445,0.0288619,0.00005575236,0.00001728518,0.0000898377,0.0008558932,0.0004717505,0.00615619],"genre_scores_gemma":[0.9933289,0.00004495283,0.005129626,0.000008076202,0.000002073011,0.00006037768,0.0001894006,0.00002383355,0.001212631],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005031619,"threshold_uncertainty_score":0.01000464,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4400320980","doi":"10.1155/2024/9117634","title":"Development of Isoparametric Shell Elements with Variable Edge Order and Movable Nodes in the Nonlinear Hybrid Simulation of Reinforced Concrete Structures","year":2024,"lang":"en","type":"article","venue":"Modelling and Simulation in Engineering","topic":"Structural Engineering and Vibration Analysis","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Structural engineering; Nonlinear system; Deflection (physics); Slab; Finite element method; Stiffening; Reinforcement; Engineering; Enhanced Data Rates for GSM Evolution; Shear (geology); Shell (structure); Cracking; Materials science; Composite material; Mechanical engineering; Physics","authors":[{"name":"Can Balkaya","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01288185058259777,"gpt":0.2262856247365718,"spread":0.2134037741539741,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004799071,0.000476344,0.0003962438,0.000235363,0.0002108911,0.0003612443,0.001113485,0.0006930527,0.0009368664],"category_scores_gemma":[0.0009881981,0.0004453097,0.0004878434,0.0001665881,0.0005199193,0.0005564643,0.0007792613,0.0006507415,0.000320938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002994812,"about_ca_system_score_gemma":0.0005651828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002308382,"about_ca_topic_score_gemma":0.002429894,"domain_scores_codex":[0.99981,0.00006264005,0.00001048768,0.00002193528,0.00008055256,0.00001438092],"domain_scores_gemma":[0.9997622,0.0001138732,0.00002648578,0.00003447896,0.00004873134,0.00001419682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002758739,0.00003356087,0.0007210862,0.00004241059,0.00001290726,0.00005323632,0.00009297754,0.968181,0.01121964,0.005932456,0.000079587,0.01360351],"study_design_scores_gemma":[0.000002884463,0.00001735774,0.00004468326,0.000003471306,0.000001910224,0.000008537893,0.000006399437,0.9974955,0.001643965,0.0002721668,0.0005001089,0.00000294889],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09398211,0.00008441255,0.9013092,0.00004807055,0.00002642891,0.00009870013,0.00004696375,0.0003158133,0.004088365],"genre_scores_gemma":[0.5200638,0.0001229129,0.4760998,0.00003383457,0.000008233123,0.0002545048,0.00009899975,0.0001399111,0.003177907],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002308382,"threshold_uncertainty_score":0.004589856,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2785642864","doi":"10.1155/2018/9638430","title":"Parametric Studies of Flat Plate Trajectories Using VIC and Penalization","year":2018,"lang":"en","type":"article","venue":"Modelling and Simulation in Engineering","topic":"Icing and De-icing Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"École de Technologie Supérieure","funders":"Centre National de la Recherche Scientifique; Agence Nationale de la Recherche; Université de Bordeaux; Ministère de l'Économie, de la Science et de l'Innovation - Québec; Compute Canada","keywords":"Froude number; Mechanics; Dimensionless quantity; Laminar flow; Reynolds number; Position (finance); Acceleration; Inertia; Curvature; Mathematics; Flow (mathematics); Physics; Geometry; Classical mechanics; Turbulence","authors":[{"name":"François Morency","is_ca":true},{"name":"Héloïse Beaugendre","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05114260402050542,"gpt":0.2771948957080502,"spread":0.2260522916875448,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005621103,0.0004703204,0.0002827443,0.0006905932,0.0002309394,0.0004939168,0.0005711094,0.0003996447,0.001370205],"category_scores_gemma":[0.002418171,0.0001952608,0.0003821822,0.0006274595,0.0004518276,0.0002708707,0.000367806,0.0003674948,0.000101327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003547009,"about_ca_system_score_gemma":0.0003886449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004360993,"about_ca_topic_score_gemma":0.00187555,"domain_scores_codex":[0.9997408,0.00008062475,0.00001495664,0.00003298599,0.0000827844,0.00004787823],"domain_scores_gemma":[0.9979568,0.001447538,0.0002058553,0.0001708649,0.0001593578,0.00005955991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002958399,0.00009843924,0.002610575,0.0001002511,0.00002093787,0.0001402858,0.0001551571,0.9680309,0.01228555,0.001951694,0.0001452372,0.01416513],"study_design_scores_gemma":[0.000004689263,0.0001700593,0.002167528,0.000005811867,0.000005679796,0.00002964695,0.00005273218,0.9916637,0.005426814,0.0002093623,0.0002510824,0.00001298368],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9561847,0.00008018593,0.04072764,0.0000277255,0.00001327102,0.00005213242,0.0002336395,0.0001408439,0.002539784],"genre_scores_gemma":[0.99274,0.00003321408,0.006633949,0.00000224657,0.000001333313,0.00002868849,0.0001232665,0.00001793057,0.0004194091],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004360993,"threshold_uncertainty_score":0.008671224,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1965036653","doi":"10.1155/2011/897618","title":"Numerical Modelling Approaches for Assessing Improvements to the Flow Circulation in a Small Lake","year":2011,"lang":"en","type":"article","venue":"Modelling and Simulation in Engineering","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Environment and Climate Change Canada","funders":"National Water Research Institute","keywords":"Circulation (fluid dynamics); Flow (mathematics); Mainland; Geology; Hydrology (agriculture); Water circulation; Flow conditions; Environmental science; Oceanography; Geography; Engineering; Geotechnical engineering; Archaeology; Inlet","authors":[{"name":"Cheng He","is_ca":true},{"name":"Quintin Rochfort","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07218887603489314,"gpt":0.2259037374493,"spread":0.1537148614144068,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009299004,0.0005494564,0.0003972794,0.0009926084,0.0006726896,0.001684073,0.0009752566,0.001328523,0.001707532],"category_scores_gemma":[0.003783739,0.0004724501,0.0007939352,0.001043654,0.0007428087,0.0008989071,0.0008817237,0.0007376598,0.000114424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001972746,"about_ca_system_score_gemma":0.00177794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03578508,"about_ca_topic_score_gemma":0.02607456,"domain_scores_codex":[0.9996494,0.0001565734,0.0000335636,0.00004461039,0.00007474827,0.00004114243],"domain_scores_gemma":[0.9990389,0.0006058185,0.0001356335,0.00005946379,0.0001105184,0.00004965786],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002110418,0.00002421157,0.001602623,0.00001489491,0.00001250142,0.00001710505,0.00003760533,0.9943449,0.0008169516,0.001095239,0.00004413843,0.001968754],"study_design_scores_gemma":[0.000009057558,0.00001873869,0.000550748,0.00000331939,0.000004762735,0.000002784243,0.00003355693,0.9985266,0.0002181581,0.0004874406,0.0001391164,0.000005703194],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7893984,0.0002977874,0.1939432,0.0005110929,0.00006317082,0.0005149015,0.0007839564,0.0005332111,0.01395441],"genre_scores_gemma":[0.9519788,0.0002032546,0.04613317,0.00002280538,0.00001148115,0.0003712181,0.0002389117,0.00003105845,0.001009239],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03578508,"threshold_uncertainty_score":0.07115358,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}